{
 "cells": [
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:18:29.717012Z",
     "start_time": "2025-02-26T11:18:29.614405Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 传入x和y, 通过plot画图\n",
    "plt.plot([1, 0, 9], [4, 5, 6])\n",
    "# 在执行程序的时候展示图形\n",
    "plt.show()"
   ],
   "id": "20d87418a0e3848f",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:41:48.381139Z",
     "start_time": "2025-02-26T11:41:47.255746Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "907d46a99fb43048",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:33:04.924375Z",
     "start_time": "2025-02-26T11:33:04.774510Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red',alpha=0.5,linestyle='--',linewidth=3) \n",
    "plt.show()\n",
    "'''基础属性设置\n",
    "color='red' : 折线的颜色\n",
    "alpha=0.5 : 折线的透明度(0-1)\n",
    "linestyle='--' : 折线的样式\n",
    "linewidth=3 : 折线的宽度—粗细\n",
    "'''\n",
    "'''线的样式\n",
    "- 实线(solid)\n",
    "-- 短线(dashed)\n",
    "-. 短点相间线(dashdot)\n",
    "： 虚点线(dotted)\n",
    "'''"
   ],
   "id": "97b3529852ce3275",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:34:18.938256Z",
     "start_time": "2025-02-26T11:34:18.868796Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='o') \n",
    "plt.show()"
   ],
   "id": "1f3149f7e22a45f1",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 保存图像",
   "id": "4a660dc80ec77d60"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:41:53.317002Z",
     "start_time": "2025-02-26T11:41:53.156097Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "\n",
    "# 设置图片的大小\n",
    "'''\n",
    "figsize:指定figure的宽和高，单位为英寸；                                                                                                  dpi参数指定绘图对象的分辨率，即每英寸多少个像素，缺省值为80，1英寸等于2.5cm,A4纸是 21*30cm的纸张\n",
    "'''\n",
    "# 设置画布对象，figsize中对应的单位是英寸，dpi是每英寸有多少像素点\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "plt.savefig('t1.png')\n",
    "# plt.savefig('t1.svg')"
   ],
   "id": "c5eb932e7d92af5f",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 设置刻度",
   "id": "89214f136b28212d"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:41:55.962130Z",
     "start_time": "2025-02-26T11:41:55.714631Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x] \n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 设置x轴的刻度\n",
    "# plt.xticks(x)\n",
    "# plt.xticks(range(1,25)) # 设置y轴的刻度\n",
    "# plt.yticks(y)\n",
    "# plt.yticks(range(min(y),max(y)+1))\n",
    "\n",
    "# 构造x轴刻度标签\n",
    "x_ticks=range(1,25)\n",
    "x_ticks_label = [f\"{i}:00\" for i in x_ticks] \n",
    "#rotation = 45 让字旋转45度\n",
    "plt.xticks(x_ticks,x_ticks_label,rotation = 45)\n",
    "# 设置y轴的刻度标签\n",
    "y_ticks=range(min(y),max(y)+1)\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in y_ticks]\n",
    "plt.yticks(y_ticks,y_ticks_label)\n",
    "\n",
    "# 绘 图\n",
    "plt.plot(x,y) \n",
    "plt.show()"
   ],
   "id": "25da02f8e8ca0d62",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 设置中文",
   "id": "10b2e88b54f3d471"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:43:32.162772Z",
     "start_time": "2025-02-26T11:43:31.604634Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size=18)\n",
    "\n",
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for i in range(120)]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80) \n",
    "plt.plot(x,y)\n",
    "plt.xlabel('时间',rotation=45,fontproperties=my_font) # 设置x轴的标签\n",
    "plt.ylabel(\"次数\",fontproperties=my_font)\n",
    "\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数',color='red',fontproperties=my_font)\n",
    "\n",
    "plt.show()"
   ],
   "id": "6a678ad9eacdecf8",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 一图多线",
   "id": "25d26a5a619bf9b9"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T11:53:16.792431Z",
     "start_time": "2025-02-26T11:53:16.633203Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "x = range( 11, 31 )  # # 设置图形\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "# 设置x轴刻度\n",
    "xtick_labels = ['{}岁'.format( i ) for i in x]\n",
    "plt.xticks( x, xtick_labels, fontproperties=my_font, rotation=45 )\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4 )\n",
    "\n",
    "# 添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) \n",
    "# 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper left' )\n",
    "\n",
    "# 展示\n",
    "plt.show()"
   ],
   "id": "61aeb2731b9dd80d",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 8
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "#多个子图",
   "id": "96091dc42026c288"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T12:02:42.288258Z",
     "start_time": "2025-02-26T12:02:40.970453Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import numpy as np\n",
    "x =np.arange(1,  100) #划分子图\n",
    "fig,axes=plt.subplots(2,2)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1] \n",
    "ax3=axes[1,0] \n",
    "ax4=axes[1,1]\n",
    "\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #作图1\n",
    "ax1.plot(x, x) # 作 图 2 \n",
    "ax2.plot(x, -x) #作图3\n",
    "ax3.plot(x, x**2)\n",
    "# ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3) #作图4\n",
    "ax4.plot(x, np.log(x))  \n",
    "plt.show()"
   ],
   "id": "4a1ab217619075ee",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T12:03:39.743923Z",
     "start_time": "2025-02-26T12:03:39.415070Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = np.arange(1,100)\n",
    "#新建figure对象\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #新建子图1\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "#新建子图2\n",
    "ax2=fig.add_subplot(2,2,2) \n",
    "ax2.plot(x, x**2)\n",
    "ax2.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "# 新 建 子 图 3\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x)) \n",
    "plt.show()"
   ],
   "id": "7cbc1e563260e17d",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 3 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 10
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 散点图",
   "id": "e317d74971fb6698"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T12:07:57.878632Z",
     "start_time": "2025-02-26T12:07:57.070932Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14, 15, 15, 15, 19, 21, 22, 22, 22,\n",
    "     23]\n",
    "x = range( 1, 32 )\n",
    "\n",
    "# 设置图形大小\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "# 使用scatter绘制散点图\n",
    "plt.scatter( x, y, label='3月份' ) # label参数设置图例的名称\n",
    "# 调整x轴的刻度\n",
    "_xticks_labels = ['3月{}日'.format( i ) for i in x]\n",
    "\n",
    "plt.xticks( x[::3], _xticks_labels[::3], fontproperties=my_font, rotation=45 ) # 步长为3, 显示3月份的日期\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font )\n",
    "# 图 例\n",
    "plt.legend( prop=my_font , loc='lower right' ) \n",
    "#显示网格线\n",
    "plt.grid(alpha=0.4)\n",
    "plt.show()"
   ],
   "id": "e25ae236eed5115",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 条形图",
   "id": "f93a8515cf6ea222"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T12:09:28.196573Z",
     "start_time": "2025-02-26T12:09:27.861499Z"
    }
   },
   "cell_type": "code",
   "source": [
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3  条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(b)),b,width=0.3,color='r') # 绘制条形图\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=45) # 设置x轴的标签\n",
    "# 在条形图上加标注(水平居中)\n",
    "for rect in rects:\n",
    "    height = rect.get_height() # 获取条形图的高度\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+0.3, str(height),ha=\"center\") # 加标注，ha参数设置水平居中\n",
    "plt.show()"
   ],
   "id": "454a5b31227e73aa",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 12
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 直方图",
   "id": "5d3240df13ad7fcd"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T12:10:50.904274Z",
     "start_time": "2025-02-26T12:10:50.728176Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 1）准备数据\n",
    "time = [131,   98,    125,   131,   124,   139,   131, 117, 128, 108, 135, 138, 131, 102, 107, 114,\n",
    "119,   128,   121,   142,   127,   130,   124, 101, 110, 116, 117, 110, 128, 128, 115,   99,\n",
    "136,   126,   134,   95,    138,   117,   111,78, 132, 124, 113, 150, 110, 117,  86,    95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101,   99, 136,123,\n",
    "117,   119,   105,   137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120,  107,   129, 116,\n",
    "108,   132,   103,   136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121,  112,   139, 125,\n",
    "138,   109,   132,   134,156, 106, 117, 127, 144, 139, 139, 119, 140,   83,    110,   102,123,\n",
    "107,   143,   115,   136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112,  114,   122, 109,\n",
    "106,   123,   116,   131,   127, 115, 118, 112, 135,115,   146,   137,   116,   103,   144,   83,    123,\n",
    "111,   110,   111,   100,   154,136, 100, 118, 119, 133,   134,   106,   129,   126,   110,   111,   109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130,   141, 117, 106, 114, 121, 114, 133, 137,    92,121,    112,   146,   97,    137, 105,  98,\n",
    "117,   112,   81,    97, 139, 113,134, 106, 144, 110, 137,  137,   111,   104,   117, 100, 111,\n",
    "101,   110,105, 129, 137, 112, 120, 113, 133, 112,    83,    94,    146,   133,   101,131, 116,\n",
    "111,   84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "\n",
    "print(max(time),min(time))\n",
    "# 设置组距\n",
    "distance=2\n",
    "#计算组数\n",
    "num_bins=int((max(time)-min(time))/distance)\n",
    "print(num_bins)\n",
    "# 2）绘制直方图\n",
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "plt.hist(time,num_bins,rwidth=1) # rwidth参数设置直方图柱子的宽度比例\n",
    "# 添加网格显示\n",
    "plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "#添 加 x,  y 轴 描 述 信 息\n",
    "plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "# 4）显示图像\n",
    "plt.show()"
   ],
   "id": "c21d2b501b1ee689",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156 78\n",
      "39\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 13
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 饼图",
   "id": "1f6bef4ced413223"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-26T12:11:26.043908Z",
     "start_time": "2025-02-26T12:11:25.925384Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib\n",
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"]  # 各部分标签\n",
    "size = [55, 35, 10]    # 各部分大小\n",
    "color = [\"red\", \"green\", \"blue\"]   # 各部分颜色\n",
    "explode = [0, 0.05, 0] # 各部分突出值\n",
    "\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei'] # 用来正常显示中文标签\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,\n",
    "                                  labeldistance=1.1, autopct=\"%1.1f%%\", shadow=True, startangle=90, pctdistance=0.6)\n",
    "plt.axis(\"equal\")  # 设置横轴和纵轴大小相等，这样饼才是圆的\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "id": "b82ea5c6d10ba0eb",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 14
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
